Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009464

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009462

distance 0.095

#2 · Chandrapurcell 4730009405

distance 0.132

#3 · Chandrapurcell 4730009409

distance 0.155

#4 · Chandrapurcell 4730009465

distance 0.172

#5 · Nagpurcell 4840000143

distance 0.175 · cross-district

#6 · Chandrapurcell 4730009404

distance 0.185

#7 · Chandrapurcell 4730009519

distance 0.187

#8 · Nagpurcell 4840000206

distance 0.194 · cross-district

#9 · Bhandaracell 4710000853

distance 0.198 · cross-district

#10 · Chandrapurcell 4730008545

distance 0.202

#11 · Chandrapurcell 4730009406

distance 0.203

#12 · Chandrapurcell 4730007561

distance 0.204

#13 · Chandrapurcell 4730008656

distance 0.208

#14 · Bhandaracell 4710001249

distance 0.208 · cross-district

#15 · Nagpurcell 4840000175

distance 0.209 · cross-district

#16 · Bhandaracell 4710000775

distance 0.216 · cross-district

#17 · Bhandaracell 4710000888

distance 0.218 · cross-district

#18 · Nagpurcell 4840000243

distance 0.219 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730009464}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.